Evidence map›Paper›PMID 30496458›Full record

Trial reportClinical infectious diseases : an official publication of the Infectious Diseases Society of America2018

Artificial intelligence-derived 3-Way Concentration-dependent Antagonism of Gatifloxacin, Pyrazinamide, and Rifampicin During Treatment of Pulmonary Tuberculosis.

Jotam G Pasipanodya, Wynand Smythe, Corinne S Merle, Piero L Olliaro, Devyani Deshpande, Gesham Magombedze, Helen McIlleron, Tawanda Gumbo

Registry-linked trialOpen access · bronzeAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00216385 (A Randomised Open-Label Controlled Trial of a 4-Month Gatifloxacin-Containing Regimen Versus Standard Regimen for the Treatment of Adult Patients With Pulmonary Tuberculosis), which is not on this map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT00216385 phase3unknown statusnot on this map

A Randomised Open-Label Controlled Trial of a 4-Month Gatifloxacin-Containing Regimen Versus Standard Regimen for the Treatment of Adult Patients With Pulmonary Tuberculosis

TypeinterventionalSponsorInstitut de Recherche pour le DeveloppementRan2005 to 2008Enrolled2,070ConditionsTuberculosisArmsGatifloxacin combined regimen
3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Integrating Pharmacokinetics and Pharmacodynamics in Operational Research to End Tuberculosis.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2020
    Article
  9. Article
  10. Review
  11. Pharmacokinetic/Pharmacodynamic Background and Methods and Scientific Evidence Base for Dosing of Second-line Tuberculosis Drugs.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2018
    Article
  12. Article
  13. Article
  14. The Role of Novel Approaches and New Findings in the Pharmacology of Tuberculosis Medicines in Improving Treatment Outcomes.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2018
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 4 countries.

Jotam G PasipanodyaCenter for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas.
Wynand SmytheDivision of Clinical Pharmacology, Department of Medicine, University of Cape Town, Observatory, South Africa.
Corinne S MerleFaculty of Epidemiology and Population Health, Tropical Epidemiology Group, London School of Hygiene and Tropical Medicine, United Kingdom.
Piero L OlliaroSpecial Programme on Research and Training in Tropical Diseases, World Health Organization, Geneva, Switzerland.
Devyani DeshpandeCenter for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas.
Gesham MagombedzeCenter for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas.
Helen McIlleronDivision of Clinical Pharmacology, Department of Medicine, University of Cape Town, Observatory, South Africa.
Tawanda GumboCenter for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas.
Baylor University Medical Center · USUniversity of Cape Town · ZALondon School of Hygiene & Tropical Medicine · GBWorld Health Organization · CH

Funding

Wellcome TrustWellcome Trust 206379/Z/17/ZWorld Health Organization 001
6 · The paper itself

Abstract

Background: In the experimental arm of the OFLOTUB trial, gatifloxacin replaced ethambutol in the standard 4-month regimen for drug-susceptible pulmonary tuberculosis. The study included a nested pharmacokinetic (PK) study. We sought to determine if PK variability played a role in patient outcomes. Methods: Patients recruited in the trial were followed for 24 months, and relapse ascertained using spoligotyping. Blood was drawn for drug concentrations on 2 separate days during the first 2 months of therapy, and compartmental PK analyses was performed. Failure to attain sustained sputum culture conversion at the end of treatment, relapse, or death during follow-up defined therapy failure. In addition to standard statistical analyses, we utilized an ensemble of machine-learning methods to identify patterns and predictors of therapy failure from among 27 clinical and laboratory features. Results: Of 126 patients, 95 (75%) had favorable outcomes and 19 (15%) failed therapy, relapsed, or died. Pyrazinamide and rifampicin peak concentrations and area under the concentration-time curves (AUCs) were ranked higher (more important) than gatifloxacin AUCs. The distribution of individual drug concentrations and their ranking varied significantly between South African and West African trial sites; however, drug concentrations still accounted for 31% and 75% of variance of outcomes, respectively. We identified a 3-way antagonistic interaction of pyrazinamide, gatifloxacin, and rifampicin concentrations. These negative interactions disappeared if rifampicin peak concentration was above 7 mg/L. Conclusions: Concentration-dependent antagonism contributed to death, relapse, and therapy failure but was abrogated by high rifampicin concentrations. Therefore, increasing both rifampin and gatifloxacin doses could improve outcomes. Clinical Trials Registration: NCT00216385.

Indexed as

Artificial IntelligenceAdolescentAdultAntitubercular AgentsDose-Response Relationship, DrugFemaleGatifloxacinHumansMaleMiddle AgedPyrazinamideRifampinTuberculosis, PulmonaryYoung AdultAntitubercular AgentsGatifloxacinPyrazinamideRifampin

Identifiers

PMID30496458
PMCPMC6904294
OpenAlexW2903822242

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.